private void 去躁ToolStripMenuItem_Click(object sender, EventArgs e)
{
Bitmap ClearNoisejpg = (Bitmap)pictureBox1.Image;
Bitmap ClearNoisebmp = ClearNoisejpg.Clone(new Rectangle(0, 0, ClearNoisejpg.Width, ClearNoisejpg.Height), PixelFormat.Format24bppRgb);
//for (int i = 0; i < 1; i++)
//{
// MyUtils.ClearNoise(ClearNoisebmp, MyUtils.GetDgGrayValue(ClearNoisebmp), 4);//按照需要进行设置
//}
//ClearNoisebmp = MyUtils.MyGussianBlur(ClearNoisebmp);
MyUtils.ClearNoise(ClearNoisebmp, MyUtils.GetDgGrayValue(ClearNoisebmp), 4);//按照需要进行设置
pictureBox1.Image = ClearNoisebmp;
}
/// <summary>
/// author:liusimawen
/// date:2018-04-19
/// 单个字符识别按钮
/// </summary>
/// <param name="sender"></param>
/// <param name="e"></param>
private void button3_Click_1(object sender, EventArgs e)
{
Bitmap bmpTest = (Bitmap)pictureBox1.Image;
//灰度化
bmpTest = MyUtils.ToGray(bmpTest);
//二值化
bmpTest = PicUtils.Sauvola(bmpTest);
//图像去躁
bmpTest = bmpTest.Clone(new Rectangle(0, 0, bmpTest.Width, bmpTest.Height), PixelFormat.Format24bppRgb);
bmpTest = MyUtils.MyGussianBlur(bmpTest);
MyUtils.ClearNoise(bmpTest, MyUtils.GetDgGrayValue(bmpTest), 4);//按照需要进行设置
//图像分割，应该返回4个子图像
List <Bitmap> littleBmpArray = PicUtils.SimpleCutTo4(bmpTest);//CutImg(cutbmp);
//如果子图像不为4个，则跳过本图，继续下一张图片
if (littleBmpArray.Count != 4)
{
return;
}
//再对子图像去除多余的空白部分
//一张图像里的所有字符
StringBuilder resultSb = new StringBuilder();
for (int lba = 0; lba < littleBmpArray.Count; lba++)
{
if (littleBmpArray[lba] == null)
{
continue;
}
//旋转纠正
littleBmpArray[lba] = DegreeCorrect(littleBmpArray[lba]);
//System.Threading.Thread.Sleep(2000);
char resultChar = PicUtils.regANN(littleBmpArray[lba]);
resultSb.Append(resultChar);
}
resullt_box.Text = resultSb.ToString();
}
private void 生成训练样本ToolStripMenuItem_Click(object sender, EventArgs e)
{
//1.首先要实现批量读取图片F:\毕业设计2018届刘锋\myCharSamples\train
//获取文件夹下的所有图片路径名："F:\\毕业设计2018届刘锋\\OOP.PictureAnalyse\\testImages\\0000.jpg"
string[] files = Directory.GetFiles(@"F:\毕业设计2018届刘锋\OOP.PictureAnalyse\myCharSamples\A16-浪潮-验证码样本数据\验证码样本数据\data-3\train",
"*.jpg", SearchOption.AllDirectories);
//所有的待测图像
for (int i = 0; i < files.Length; i++)
{
try
{
Bitmap bmpTogether = (Bitmap)Image.FromFile(files[i]);
//灰度化
bmpTogether = MyUtils.ToGray(bmpTogether);
//二值化
bmpTogether = PicUtils.Sauvola(bmpTogether);
//图像去躁
bmpTogether = bmpTogether.Clone(new Rectangle(0, 0, bmpTogether.Width, bmpTogether.Height), PixelFormat.Format24bppRgb);
bmpTogether = MyUtils.MyGussianBlur(bmpTogether);
MyUtils.ClearNoise(bmpTogether, MyUtils.GetDgGrayValue(bmpTogether), 4);//按照需要进行设置
Byte[,] BinaryArray = PicUtils.ToBinaryArray(bmpTogether);
ImgBoundary Boundary = SegmentFunction.getImgBoundary(BinaryArray);
//jpg格式转换为bmp，方式SetPixel方法报错
bmpTogether = bmpTogether.Clone(new Rectangle(Boundary.widthMin, Boundary.heightMin,
Boundary.widthMax - Boundary.widthMin, Boundary.heightMax - Boundary.heightMin), PixelFormat.Format24bppRgb);
//图像分割，应该返回4个子图像
List <Bitmap> littleBmpArray = PicUtils.SimpleCutTo4(bmpTogether);//CutImg(cutbmp);
//保存路径
DirectoryInfo TheFolder = new DirectoryInfo(@"F:\毕业设计2018届刘锋\OOP.PictureAnalyse\myCharSamples\A16-浪潮-验证码样本数据\验证码样本数据\data-3\sample");
int nameIndex = files[i].LastIndexOf(@"\"); //取出最后一个"\"的索引
string fileName = files[i].Substring(nameIndex + 1, 4); //取出图像的名称
char[] arrayName = fileName.ToArray(); //转换为字符数组
//再对子图像去除多余的空白部分
//一张图像里的所有字符
for (int lba = 0; lba < littleBmpArray.Count; lba++)
{
//1.去除多余部分，不过好像childbmp本来就没有多余的空白部分
//littleBmpArray[lba]=SingleWordCutImg(littleBmpArray[lba]);
//2.保存图像
if (littleBmpArray[lba] == null)
{
continue;
}
bool isExist = false;//标记是否已存在该名称的文件夹
//先遍历图像名称，因为文件夹名称刚开始是没有的
//-如果已存在DirectoryInfo[] GetDirectories()
if (TheFolder.GetDirectories() != null)
{
string pathName = "";//最终保存图像的完整路径名
foreach (DirectoryInfo nextdirectory in TheFolder.GetDirectories())
{
if (nextdirectory.Name == arrayName[lba].ToString())
{
isExist = true;
string pre = nextdirectory.FullName + @"\"; //前缀
string mid = arrayName[lba].ToString(); //中间动态名称
mid += "_";
mid += DateTime.Now.ToString("mm-ss-fffffff", DateTimeFormatInfo.InvariantInfo);
string suf = ".bmp"; //后缀
pathName = pre + mid + suf; //"F:\\毕业设计2018届刘锋\\OOP.PictureAnalyse\\myCharSamples\\train\\00-01773.bmp"
//存到已存在的文件夹中 第一个参数："F:\\毕业设计2018届刘锋\\asdad.bmp"
littleBmpArray[lba].Save(pathName, System.Drawing.Imaging.ImageFormat.Bmp);
break;//跳出foreach
}
}
//如果不存在对应的文件夹
if (!isExist)
{
string newDir = TheFolder.FullName + @"\" + arrayName[lba].ToString();
if (!Directory.Exists(newDir))
{
Directory.CreateDirectory(newDir);
string pre = newDir + @"\"; //前缀
string mid = arrayName[lba].ToString(); //中间动态名称
mid += "_";
mid += DateTime.Now.ToString("mm-ss-fffffff", DateTimeFormatInfo.InvariantInfo);
string suf = ".bmp";//后缀
pathName = pre + mid + suf;
littleBmpArray[lba].Save(pathName, System.Drawing.Imaging.ImageFormat.Bmp);
continue;
}
}
}
}
}
catch (Exception ex)
{
//遇到异常就跳过，处理下一张图片
continue;
}
}
}
/// <summary>
/// author:liusimawen
/// date:2018-04-19
/// 识别--批量识别
/// </summary>
/// <param name="sender"></param>
/// <param name="e"></param>
private void 批量识别ToolStripMenuItem_Click(object sender, EventArgs e)
{
DialogResult dr = MessageBox.Show("是否继续识别", "确认框", MessageBoxButtons.OKCancel);
if (dr == DialogResult.OK)
{
DateTime dtStart = DateTime.Now;
//先清空记事本中的记录
using (System.IO.StreamWriter file = new System.IO.StreamWriter
(@"F:\毕业设计2018届刘锋\OOP.PictureAnalyse\myCharSamples\A16-浪潮-验证码样本数据\验证码样本数据\data-3\testresult1.txt", false))//true表示追加在末尾，false为覆盖
{
//file.Write(line);//直接追加文件末尾，不换行
file.Write("");// 直接追加文件末尾，换行
}
//1.首先要实现批量读取图片F:\毕业设计2018届刘锋\myCharSamples\train
//获取文件夹下的所有图片路径名："F:\\毕业设计2018届刘锋\\OOP.PictureAnalyse\\testImages\\0000.jpg"
string[] files = Directory.GetFiles(@"F:\毕业设计2018届刘锋\OOP.PictureAnalyse\myCharSamples\A16-浪潮-验证码样本数据\验证码样本数据\data-3\test500", "*.jpg", SearchOption.AllDirectories);
//所有的待测图像
for (int i = 0; i < files.Length; i++)
{
try
{
Bitmap bmpTest = (Bitmap)Image.FromFile(files[i]);
//灰度化
bmpTest = MyUtils.ToGray(bmpTest);
//二值化
bmpTest = PicUtils.Sauvola(bmpTest);
//图像去躁
bmpTest = bmpTest.Clone(new Rectangle(0, 0, bmpTest.Width, bmpTest.Height), PixelFormat.Format24bppRgb);
bmpTest = MyUtils.MyGussianBlur(bmpTest);
MyUtils.ClearNoise(bmpTest, MyUtils.GetDgGrayValue(bmpTest), 4);//按照需要进行设置
Byte[,] BinaryArray = PicUtils.ToBinaryArray(bmpTest);
ImgBoundary Boundary = SegmentFunction.getImgBoundary(BinaryArray);
//jpg格式转换为bmp，方式SetPixel方法报错
bmpTest = bmpTest.Clone(new Rectangle(Boundary.widthMin, Boundary.heightMin,
Boundary.widthMax - Boundary.widthMin, Boundary.heightMax - Boundary.heightMin), PixelFormat.Format24bppRgb);
//图像分割，应该返回4个子图像
List <Bitmap> littleBmpArray = PicUtils.SimpleCutTo4(bmpTest);//CutImg(cutbmp);
//如果子图像不为4个，则跳过本图，继续下一张图片
if (littleBmpArray.Count != 4)
{
continue;
}
int nameIndex = files[i].LastIndexOf(@"\"); //取出最后一个"\"的索引
string fileName = files[i].Substring(nameIndex + 1, 4); //取出图像的名称
char[] arrayName = fileName.ToArray(); //转换为字符数组
//再对子图像去除多余的空白部分
//一张图像里的所有字符
StringBuilder resultSb = new StringBuilder();
for (int lba = 0; lba < littleBmpArray.Count; lba++)
{
if (littleBmpArray[lba] == null)
{
continue;
}
//旋转纠正
littleBmpArray[lba] = DegreeCorrect(littleBmpArray[lba]);
char resultChar = PicUtils.regANN(littleBmpArray[lba]);
resultSb.Append(resultChar);
}
//testresult.txt存储识别结果：正确字符 识别结果
using (System.IO.StreamWriter file = new System.IO.StreamWriter
(@"F:\毕业设计2018届刘锋\OOP.PictureAnalyse\myCharSamples\A16-浪潮-验证码样本数据\验证码样本数据\data-3\testresult1.txt", true))//true表示追加在末尾，false为覆盖
{
//file.Write(line);//直接追加文件末尾，不换行
file.WriteLine(fileName + " " + resultSb);// 直接追加文件末尾，换行
}
}
catch (Exception ex)
{
//遇到异常就跳过，处理下一张图片
continue;//对应最外面的for循环
}
}
DateTime dtEnd = DateTime.Now;
TimeSpan ts = dtEnd - dtStart;
MessageBox.Show("识别完成，已保存入testresult1.txt！用时" + ts.Minutes);
}
}